Baidu Intelligent Testing
Oct 12, 2021 · Artificial Intelligence
Full‑Link Consistency Testing for Click‑Through Rate Models in Large‑Scale Machine Learning
The article describes a comprehensive full‑link consistency testing framework for click‑through‑rate models, defining consistency issues, outlining data and logic consistency goals, and presenting a multi‑stage technical solution—including online data capture, offline data stitching, q‑value comparison, and reporting—to ensure model stability and performance.
DNNData Pipelineclick‑through rate
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